Overview

Brought to you by YData

Dataset statistics

Number of variables	26
Number of observations	1000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	9569
Duplicate rows (%)	1.0%
Total size in memory	158.3 MiB
Average record size in memory	166.0 B

Variable types

Numeric	10
Categorical	16

Alerts

Dataset has 9569 (1.0%) duplicate rows	Duplicates
`NU_DESEMPENHO` is highly overall correlated with `NU_MEDIA_GERAL` and 10 other fields	High correlation
`NU_INFRAESTRUTURA` is highly overall correlated with `Q006`	High correlation
`NU_MEDIA_GERAL` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`NU_NOTA_CH` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`NU_NOTA_CN` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`NU_NOTA_LC` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`NU_NOTA_MT` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`NU_NOTA_REDACAO` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`Q006` is highly overall correlated with `NU_INFRAESTRUTURA`	High correlation
`TP_ANO_CONCLUIU` is highly overall correlated with `TP_FAIXA_ETARIA`	High correlation
`TP_FAIXA_ETARIA` is highly overall correlated with `TP_ANO_CONCLUIU` and 1 other fields	High correlation
`TP_PRESENCA_CH` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`TP_PRESENCA_CN` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`TP_PRESENCA_GERAL` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`TP_PRESENCA_LC` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`TP_PRESENCA_MT` is highly overall correlated with `NU_DESEMPENHO` and 10 other fields	High correlation
`TP_ST_CONCLUSAO` is highly overall correlated with `TP_FAIXA_ETARIA`	High correlation
`TP_ESTADO_CIVIL` is highly imbalanced (70.8%)	Imbalance
`TP_DEPENDENCIA_ADM_ESC` is highly imbalanced (53.6%)	Imbalance
`Q025` is highly imbalanced (54.7%)	Imbalance
`TP_COR_RACA` has 13385 (1.3%) zeros	Zeros
`NU_NOTA_REDACAO` has 29787 (3.0%) zeros	Zeros
`TP_ANO_CONCLUIU` has 569476 (56.9%) zeros	Zeros

Reproduction

Analysis started	2025-04-20 13:00:14.583380
Analysis finished	2025-04-20 13:02:53.659626
Duration	2 minutes and 39.08 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

TP_FAIXA_ETARIA
Real number (ℝ)

High correlation

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.097267

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	7
95-th percentile	13
Maximum	20
Range	19
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.8733914
Coefficient of variation (CV)	0.75989573
Kurtosis	0.33366307
Mean	5.097267
Median Absolute Deviation (MAD)	1
Skewness	1.1695409
Sum	5097267
Variance	15.003161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
3	229615	23.0%
2	191545	19.2%
4	109620	11.0%
1	88683	8.9%
5	67861	6.8%
11	62794	6.3%
6	46631	4.7%
7	35251	3.5%
12	33905	3.4%
8	28432	2.8%
Other values (10)	105663	10.6%

Value	Count	Frequency (%)
1	88683	8.9%
2	191545	19.2%
3	229615	23.0%
4	109620	11.0%
5	67861	6.8%
6	46631	4.7%
7	35251	3.5%
8	28432	2.8%
9	23165	2.3%
10	18672	1.9%

Value	Count	Frequency (%)
20	244	< 0.1%
19	550	0.1%
18	1382	0.1%
17	3441	0.3%
16	6316	0.6%
15	10393	1.0%
14	16912	1.7%
13	24588	2.5%
12	33905	3.4%
11	62794	6.3%

TP_SEXO
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	976.8 KiB

F	612211
M	387789

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F
2nd row	F
3rd row	M
4th row	M
5th row	F

Common Values

Value	Count	Frequency (%)
F	612211	61.2%
M	387789	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
f	612211	61.2%
m	387789	38.8%

Most occurring characters

Value	Count	Frequency (%)
F	612211	61.2%
M	387789	38.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	612211	61.2%
M	387789	38.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	612211	61.2%
M	387789	38.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	612211	61.2%
M	387789	38.8%

TP_ESTADO_CIVIL
Categorical

Imbalance

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

1	887575
2	50949
0	43691
3	16595
4	1190

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	887575	88.8%
2	50949	5.1%
0	43691	4.4%
3	16595	1.7%
4	1190	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	887575	88.8%
2	50949	5.1%
0	43691	4.4%
3	16595	1.7%
4	1190	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	887575	88.8%
2	50949	5.1%
0	43691	4.4%
3	16595	1.7%
4	1190	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	887575	88.8%
2	50949	5.1%
0	43691	4.4%
3	16595	1.7%
4	1190	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	887575	88.8%
2	50949	5.1%
0	43691	4.4%
3	16595	1.7%
4	1190	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	887575	88.8%
2	50949	5.1%
0	43691	4.4%
3	16595	1.7%
4	1190	0.1%

TP_COR_RACA
Real number (ℝ)

Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.058675

Minimum	0
Maximum	5
Zeros	13385
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	3
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.0035982
Coefficient of variation (CV)	0.48749713
Kurtosis	-1.2379797
Mean	2.058675
Median Absolute Deviation (MAD)	1
Skewness	0.049803775
Sum	2058675
Variance	1.0072093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	434023	43.4%
1	400501	40.1%
2	129253	12.9%
4	16591	1.7%
0	13385	1.3%
5	6247	0.6%

Value	Count	Frequency (%)
0	13385	1.3%
1	400501	40.1%
2	129253	12.9%
3	434023	43.4%
4	16591	1.7%
5	6247	0.6%

Value	Count	Frequency (%)
5	6247	0.6%
4	16591	1.7%
3	434023	43.4%
2	129253	12.9%
1	400501	40.1%
0	13385	1.3%

TP_DEPENDENCIA_ADM_ESC
Categorical

Imbalance

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

-1.0	757052
2.0	170030
4.0	58139
1.0	12410
3.0	2369

Length

Max length	4
Median length	4
Mean length	3.757052
Min length	3

Characters and Unicode

Total characters	3757052
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	-1.0
3rd row	-1.0
4th row	-1.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
-1.0	757052	75.7%
2.0	170030	17.0%
4.0	58139	5.8%
1.0	12410	1.2%
3.0	2369	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	769462	76.9%
2.0	170030	17.0%
4.0	58139	5.8%
3.0	2369	0.2%

Most occurring characters

Value	Count	Frequency (%)
.	1000000	26.6%
0	1000000	26.6%
1	769462	20.5%
-	757052	20.2%
2	170030	4.5%
4	58139	1.5%
3	2369	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3757052	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	1000000	26.6%
0	1000000	26.6%
1	769462	20.5%
-	757052	20.2%
2	170030	4.5%
4	58139	1.5%
3	2369	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3757052	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	1000000	26.6%
0	1000000	26.6%
1	769462	20.5%
-	757052	20.2%
2	170030	4.5%
4	58139	1.5%
3	2369	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3757052	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	1000000	26.6%
0	1000000	26.6%
1	769462	20.5%
-	757052	20.2%
2	170030	4.5%
4	58139	1.5%
3	2369	0.1%

TP_ST_CONCLUSAO
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

1	482464
2	355120
3	157951
4	4465

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	3
3rd row	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
1	482464	48.2%
2	355120	35.5%
3	157951	15.8%
4	4465	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	482464	48.2%
2	355120	35.5%
3	157951	15.8%
4	4465	0.4%

Most occurring characters

Value	Count	Frequency (%)
1	482464	48.2%
2	355120	35.5%
3	157951	15.8%
4	4465	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	482464	48.2%
2	355120	35.5%
3	157951	15.8%
4	4465	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	482464	48.2%
2	355120	35.5%
3	157951	15.8%
4	4465	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	482464	48.2%
2	355120	35.5%
3	157951	15.8%
4	4465	0.4%

SG_UF_PROVA
Categorical

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	977.9 KiB

SP	150003
MG	91151
BA	82841
RJ	72249
CE	61938
Other values (22)	541818

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2000000
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RJ
2nd row	SP
3rd row	MA
4th row	PE
5th row	PR

Common Values

Value	Count	Frequency (%)
SP	150003	15.0%
MG	91151	9.1%
BA	82841	8.3%
RJ	72249	7.2%
CE	61938	6.2%
PA	57908	5.8%
PE	55541	5.6%
PR	42307	4.2%
MA	42094	4.2%
RS	40299	4.0%
Other values (17)	303669	30.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sp	150003	15.0%
mg	91151	9.1%
ba	82841	8.3%
rj	72249	7.2%
ce	61938	6.2%
pa	57908	5.8%
pe	55541	5.6%
pr	42307	4.2%
ma	42094	4.2%
rs	40299	4.0%
Other values (17)	303669	30.4%

Most occurring characters

Value	Count	Frequency (%)
P	370060	18.5%
S	260654	13.0%
A	241040	12.1%
R	194480	9.7%
M	185562	9.3%
E	152588	7.6%
G	129050	6.5%
B	114415	5.7%
C	91310	4.6%
J	72249	3.6%
Other values (7)	188592	9.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	370060	18.5%
S	260654	13.0%
A	241040	12.1%
R	194480	9.7%
M	185562	9.3%
E	152588	7.6%
G	129050	6.5%
B	114415	5.7%
C	91310	4.6%
J	72249	3.6%
Other values (7)	188592	9.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	370060	18.5%
S	260654	13.0%
A	241040	12.1%
R	194480	9.7%
M	185562	9.3%
E	152588	7.6%
G	129050	6.5%
B	114415	5.7%
C	91310	4.6%
J	72249	3.6%
Other values (7)	188592	9.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	370060	18.5%
S	260654	13.0%
A	241040	12.1%
R	194480	9.7%
M	185562	9.3%
E	152588	7.6%
G	129050	6.5%
B	114415	5.7%
C	91310	4.6%
J	72249	3.6%
Other values (7)	188592	9.4%

TP_PRESENCA_CN
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

1	684174
0	315276
2	550

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

TP_PRESENCA_CH
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

1	717365
0	281489
2	1146

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

TP_PRESENCA_LC
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

1	717365
0	281489
2	1146

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	717365	71.7%
0	281489	28.1%
2	1146	0.1%

TP_PRESENCA_MT
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

1	684174
0	315276
2	550

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	684174	68.4%
0	315276	31.5%
2	550	0.1%

NU_NOTA_CN
Real number (ℝ)

High correlation

Distinct	1402
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	338.95541

Minimum	-1
Maximum	868.5
Zeros	4111
Zeros (%)	0.4%
Negative	315826
Negative (%)	31.6%
Memory size	7.6 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	445
Q3	524
95-th percentile	615.5
Maximum	868.5
Range	869.5
Interquartile range (IQR)	525

Descriptive statistics

Standard deviation	242.11099
Coefficient of variation (CV)	0.71428568
Kurtosis	-1.3920365
Mean	338.95541
Median Absolute Deviation (MAD)	106
Skewness	-0.53767043
Sum	3.3895541 × 10⁸
Variance	58617.733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	315826	31.6%
0	4111	0.4%
529.5	1568	0.2%
523.5	1559	0.2%
521	1558	0.2%
531	1557	0.2%
513	1553	0.2%
516.5	1547	0.2%
522.5	1539	0.2%
528	1539	0.2%
Other values (1392)	667643	66.8%

Value	Count	Frequency (%)
-1	315826	31.6%
0	4111	0.4%
320.25	1	< 0.1%
321	1	< 0.1%
322.5	1	< 0.1%
323.25	38	< 0.1%
323.5	123	< 0.1%
323.75	74	< 0.1%
324	97	< 0.1%
324.25	45	< 0.1%

Value	Count	Frequency (%)
868.5	1	< 0.1%
856.5	1	< 0.1%
854.5	3	< 0.1%
854	8	< 0.1%
844.5	4	< 0.1%
843.5	5	< 0.1%
843	2	< 0.1%
842	2	< 0.1%
840.5	1	< 0.1%
839.5	1	< 0.1%

NU_NOTA_CH
Real number (ℝ)

High correlation

Distinct	1432
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	375.11279

Minimum	-1
Maximum	823
Zeros	1447
Zeros (%)	0.1%
Negative	282635
Negative (%)	28.3%
Memory size	7.6 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	483.75
Q3	562.5
95-th percentile	644
Maximum	823
Range	824
Interquartile range (IQR)	563.5

Descriptive statistics

Standard deviation	247.71502
Coefficient of variation (CV)	0.66037477
Kurtosis	-1.1996348
Mean	375.11279
Median Absolute Deviation (MAD)	104
Skewness	-0.69057496
Sum	3.7511279 × 10⁸
Variance	61362.732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	282635	28.3%
538	1775	0.2%
543.5	1763	0.2%
540.5	1758	0.2%
535	1758	0.2%
538.5	1756	0.2%
542.5	1752	0.2%
541	1750	0.2%
536.5	1744	0.2%
547	1742	0.2%
Other values (1422)	701567	70.2%

Value	Count	Frequency (%)
-1	282635	28.3%
0	1447	0.1%
290	1	< 0.1%
293.5	136	< 0.1%
293.75	17	< 0.1%
294	23	< 0.1%
294.25	16	< 0.1%
294.5	39	< 0.1%
294.75	12	< 0.1%
295	30	< 0.1%

Value	Count	Frequency (%)
823	16	< 0.1%
805	8	< 0.1%
804.5	18	< 0.1%
804	8	< 0.1%
800.5	18	< 0.1%
799.5	20	< 0.1%
798.5	3	< 0.1%
794.5	9	< 0.1%
794	1	< 0.1%
793.5	3	< 0.1%

NU_NOTA_LC
Real number (ℝ)

High correlation

Distinct	1418
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	371.38743

Minimum	-1
Maximum	821
Zeros	554
Zeros (%)	0.1%
Negative	282635
Negative (%)	28.3%
Memory size	7.6 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	484
Q3	550.5
95-th percentile	622
Maximum	821
Range	822
Interquartile range (IQR)	551.5

Descriptive statistics

Standard deviation	242.31092
Coefficient of variation (CV)	0.65244781
Kurtosis	-1.1718687
Mean	371.38743
Median Absolute Deviation (MAD)	88
Skewness	-0.75203672
Sum	3.7138743 × 10⁸
Variance	58714.58
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	282635	28.3%
527	2067	0.2%
537	2044	0.2%
524	2041	0.2%
538.5	2033	0.2%
526	2029	0.2%
538	2018	0.2%
535.5	2017	0.2%
517	2011	0.2%
514.5	2010	0.2%
Other values (1408)	699095	69.9%

Value	Count	Frequency (%)
-1	282635	28.3%
0	554	0.1%
287	1	< 0.1%
287.25	45	< 0.1%
287.5	4	< 0.1%
287.75	14	< 0.1%
288	8	< 0.1%
288.25	10	< 0.1%
288.5	36	< 0.1%
288.75	15	< 0.1%

Value	Count	Frequency (%)
821	1	< 0.1%
803	1	< 0.1%
801	1	< 0.1%
797.5	1	< 0.1%
795.5	1	< 0.1%
788.5	2	< 0.1%
783.5	1	< 0.1%
781.5	3	< 0.1%
781	1	< 0.1%
780.5	1	< 0.1%

NU_NOTA_MT
Real number (ℝ)

High correlation

Distinct	1608
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	364.94704

Minimum	-1
Maximum	958.5
Zeros	4130
Zeros (%)	0.4%
Negative	315826
Negative (%)	31.6%
Memory size	7.6 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	438.25
Q3	579
95-th percentile	729.5
Maximum	958.5
Range	959.5
Interquartile range (IQR)	580

Descriptive statistics

Standard deviation	271.35744
Coefficient of variation (CV)	0.74355291
Kurtosis	-1.3437577
Mean	364.94704
Median Absolute Deviation (MAD)	185.75
Skewness	-0.3100719
Sum	3.6494704 × 10⁸
Variance	73634.859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	315826	31.6%
0	4130	0.4%
515.5	944	0.1%
517	928	0.1%
519	925	0.1%
516.5	917	0.1%
528	916	0.1%
518	913	0.1%
520.5	909	0.1%
520	908	0.1%
Other values (1598)	672684	67.3%

Value	Count	Frequency (%)
-1	315826	31.6%
0	4130	0.4%
319.75	1	< 0.1%
321	1	< 0.1%
322.75	2	< 0.1%
323.25	1	< 0.1%
324	1	< 0.1%
324.5	1	< 0.1%
325	2	< 0.1%
325.5	2	< 0.1%

Value	Count	Frequency (%)
958.5	118	< 0.1%
948	7	< 0.1%
946.5	23	< 0.1%
945.5	8	< 0.1%
945	20	< 0.1%
943.5	84	< 0.1%
941	10	< 0.1%
940	2	< 0.1%
939	16	< 0.1%
938.5	1	< 0.1%

NU_NOTA_REDACAO
Real number (ℝ)

High correlation Zeros

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	442.82207

Minimum	-1
Maximum	1000
Zeros	29787
Zeros (%)	3.0%
Negative	282635
Negative (%)	28.3%
Memory size	7.6 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	540
Q3	700
95-th percentile	920
Maximum	1000
Range	1001
Interquartile range (IQR)	701

Descriptive statistics

Standard deviation	332.50011
Coefficient of variation (CV)	0.75086617
Kurtosis	-1.3830158
Mean	442.82207
Median Absolute Deviation (MAD)	240
Skewness	-0.24522614
Sum	4.4282206 × 10⁸
Variance	110556.32
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	282635	28.3%
560	38855	3.9%
600	38715	3.9%
580	32057	3.2%
640	31463	3.1%
520	30090	3.0%
0	29787	3.0%
540	26941	2.7%
620	26794	2.7%
680	26173	2.6%
Other values (41)	436490	43.6%

Value	Count	Frequency (%)
-1	282635	28.3%
0	29787	3.0%
40	27	< 0.1%
60	19	< 0.1%
80	34	< 0.1%
100	21	< 0.1%
120	52	< 0.1%
140	49	< 0.1%
160	176	< 0.1%
180	212	< 0.1%

Value	Count	Frequency (%)
1000	13	< 0.1%
980	3195	0.3%
960	11069	1.1%
940	17361	1.7%
920	22420	2.2%
900	18706	1.9%
880	22701	2.3%
860	16514	1.7%
840	21169	2.1%
820	15783	1.6%

TP_PRESENCA_GERAL
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

1	680571
0	279032
2	36794
3	3603

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	680571	68.1%
0	279032	27.9%
2	36794	3.7%
3	3603	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	680571	68.1%
0	279032	27.9%
2	36794	3.7%
3	3603	0.4%

Most occurring characters

Value	Count	Frequency (%)
1	680571	68.1%
0	279032	27.9%
2	36794	3.7%
3	3603	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	680571	68.1%
0	279032	27.9%
2	36794	3.7%
3	3603	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	680571	68.1%
0	279032	27.9%
2	36794	3.7%
3	3603	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	680571	68.1%
0	279032	27.9%
2	36794	3.7%
3	3603	0.4%

TP_ANO_CONCLUIU
Real number (ℝ)

High correlation Zeros

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.445723

Minimum	0
Maximum	17
Zeros	569476
Zeros (%)	56.9%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	15
Maximum	17
Range	17
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.446031
Coefficient of variation (CV)	1.81788
Kurtosis	3.6962453
Mean	2.445723
Median Absolute Deviation (MAD)	0
Skewness	2.1454808
Sum	2445723
Variance	19.767192
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	569476	56.9%
1	106613	10.7%
2	67116	6.7%
17	42343	4.2%
3	38173	3.8%
4	34853	3.5%
5	26736	2.7%
6	21764	2.2%
7	16676	1.7%
8	13963	1.4%
Other values (8)	62287	6.2%

Value	Count	Frequency (%)
0	569476	56.9%
1	106613	10.7%
2	67116	6.7%
3	38173	3.8%
4	34853	3.5%
5	26736	2.7%
6	21764	2.2%
7	16676	1.7%
8	13963	1.4%
9	11897	1.2%

Value	Count	Frequency (%)
17	42343	4.2%
16	5164	0.5%
15	5372	0.5%
14	6256	0.6%
13	6946	0.7%
12	7298	0.7%
11	9141	0.9%
10	10213	1.0%
9	11897	1.2%
8	13963	1.4%

NU_DESEMPENHO
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

2	454653
3	361569
1	183778

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	454653	45.5%
3	361569	36.2%
1	183778	18.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	454653	45.5%
3	361569	36.2%
1	183778	18.4%

Most occurring characters

Value	Count	Frequency (%)
2	454653	45.5%
3	361569	36.2%
1	183778	18.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	454653	45.5%
3	361569	36.2%
1	183778	18.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	454653	45.5%
3	361569	36.2%
1	183778	18.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	454653	45.5%
3	361569	36.2%
1	183778	18.4%

NU_INFRAESTRUTURA
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

1	366709
2	343423
3	289868

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	1
3rd row	2
4th row	2
5th row	3

Common Values

Value	Count	Frequency (%)
1	366709	36.7%
2	343423	34.3%
3	289868	29.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	366709	36.7%
2	343423	34.3%
3	289868	29.0%

Most occurring characters

Value	Count	Frequency (%)
1	366709	36.7%
2	343423	34.3%
3	289868	29.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	366709	36.7%
2	343423	34.3%
3	289868	29.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	366709	36.7%
2	343423	34.3%
3	289868	29.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	366709	36.7%
2	343423	34.3%
3	289868	29.0%

NU_MEDIA_GERAL
Real number (ℝ)

High correlation

Distinct	2939
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	378.64485

Minimum	-1
Maximum	848
Zeros	4
Zeros (%)	< 0.1%
Negative	279349
Negative (%)	27.9%
Memory size	7.6 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	480
Q3	572.5
95-th percentile	681.5
Maximum	848
Range	849
Interquartile range (IQR)	573.5

Descriptive statistics

Standard deviation	254.75242
Coefficient of variation (CV)	0.67280043
Kurtosis	-1.2429281
Mean	378.64485
Median Absolute Deviation (MAD)	127
Skewness	-0.57788713
Sum	3.7864485 × 10⁸
Variance	64898.795
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	279032	27.9%
522	1589	0.2%
540	1586	0.2%
536	1579	0.2%
547	1570	0.2%
533	1561	0.2%
535	1559	0.2%
541	1557	0.2%
513	1551	0.2%
517	1544	0.2%
Other values (2929)	706872	70.7%

Value	Count	Frequency (%)
-1	279032	27.9%
-0.6	72	< 0.1%
-0.4	245	< 0.1%
0	4	< 0.1%
39.6	1	< 0.1%
47.6	1	< 0.1%
51.6	2	< 0.1%
55.6	2	< 0.1%
57.06	2	< 0.1%
57.2	1	< 0.1%

Value	Count	Frequency (%)
848	2	< 0.1%
847	1	< 0.1%
844.5	1	< 0.1%
843.5	1	< 0.1%
842	1	< 0.1%
840.5	2	< 0.1%
839.5	1	< 0.1%
837	1	< 0.1%
836.5	1	< 0.1%
832	2	< 0.1%

Q001
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	977.0 KiB

E	283473
B	178231
C	129969
D	111234
H	102520
Other values (3)	194573

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	C
2nd row	F
3rd row	D
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
E	283473	28.3%
B	178231	17.8%
C	129969	13.0%
D	111234	11.1%
H	102520	10.3%
F	84967	8.5%
G	65278	6.5%
A	44328	4.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
e	283473	28.3%
b	178231	17.8%
c	129969	13.0%
d	111234	11.1%
h	102520	10.3%
f	84967	8.5%
g	65278	6.5%
a	44328	4.4%

Most occurring characters

Value	Count	Frequency (%)
E	283473	28.3%
B	178231	17.8%
C	129969	13.0%
D	111234	11.1%
H	102520	10.3%
F	84967	8.5%
G	65278	6.5%
A	44328	4.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	283473	28.3%
B	178231	17.8%
C	129969	13.0%
D	111234	11.1%
H	102520	10.3%
F	84967	8.5%
G	65278	6.5%
A	44328	4.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	283473	28.3%
B	178231	17.8%
C	129969	13.0%
D	111234	11.1%
H	102520	10.3%
F	84967	8.5%
G	65278	6.5%
A	44328	4.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	283473	28.3%
B	178231	17.8%
C	129969	13.0%
D	111234	11.1%
H	102520	10.3%
F	84967	8.5%
G	65278	6.5%
A	44328	4.4%

Q002
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	977.0 KiB

E	350191
B	128472
D	120093
F	116429
G	112447
Other values (3)	172368

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	C
2nd row	F
3rd row	C
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
E	350191	35.0%
B	128472	12.8%
D	120093	12.0%
F	116429	11.6%
G	112447	11.2%
C	110653	11.1%
H	33453	3.3%
A	28262	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
e	350191	35.0%
b	128472	12.8%
d	120093	12.0%
f	116429	11.6%
g	112447	11.2%
c	110653	11.1%
h	33453	3.3%
a	28262	2.8%

Most occurring characters

Value	Count	Frequency (%)
E	350191	35.0%
B	128472	12.8%
D	120093	12.0%
F	116429	11.6%
G	112447	11.2%
C	110653	11.1%
H	33453	3.3%
A	28262	2.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	350191	35.0%
B	128472	12.8%
D	120093	12.0%
F	116429	11.6%
G	112447	11.2%
C	110653	11.1%
H	33453	3.3%
A	28262	2.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	350191	35.0%
B	128472	12.8%
D	120093	12.0%
F	116429	11.6%
G	112447	11.2%
C	110653	11.1%
H	33453	3.3%
A	28262	2.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	350191	35.0%
B	128472	12.8%
D	120093	12.0%
F	116429	11.6%
G	112447	11.2%
C	110653	11.1%
H	33453	3.3%
A	28262	2.8%

Q005
Real number (ℝ)

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.68914

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	6
Maximum	20
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.4090862
Coefficient of variation (CV)	0.38195521
Kurtosis	5.8725695
Mean	3.68914
Median Absolute Deviation (MAD)	1
Skewness	1.1397313
Sum	3689140
Variance	1.985524
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4	317410	31.7%
3	275886	27.6%
2	144434	14.4%
5	144060	14.4%
6	49453	4.9%
1	37149	3.7%
7	18083	1.8%
8	7479	0.7%
9	2807	0.3%
10	1720	0.2%
Other values (10)	1519	0.2%

Value	Count	Frequency (%)
1	37149	3.7%
2	144434	14.4%
3	275886	27.6%
4	317410	31.7%
5	144060	14.4%
6	49453	4.9%
7	18083	1.8%
8	7479	0.7%
9	2807	0.3%
10	1720	0.2%

Value	Count	Frequency (%)
20	135	< 0.1%
19	13	< 0.1%
18	24	< 0.1%
17	25	< 0.1%
16	35	< 0.1%
15	101	< 0.1%
14	101	< 0.1%
13	165	< 0.1%
12	373	< 0.1%
11	547	0.1%

Q006
Categorical

High correlation

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	977.4 KiB

B	315588
C	166128
D	111331
E	74994
A	68034
Other values (12)	263925

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	D
3rd row	B
4th row	C
5th row	B

Common Values

Value	Count	Frequency (%)
B	315588	31.6%
C	166128	16.6%
D	111331	11.1%
E	74994	7.5%
A	68034	6.8%
G	66038	6.6%
F	43775	4.4%
H	35309	3.5%
I	21953	2.2%
J	19391	1.9%
Other values (7)	77459	7.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
b	315588	31.6%
c	166128	16.6%
d	111331	11.1%
e	74994	7.5%
a	68034	6.8%
g	66038	6.6%
f	43775	4.4%
h	35309	3.5%
i	21953	2.2%
j	19391	1.9%
Other values (7)	77459	7.7%

Most occurring characters

Value	Count	Frequency (%)
B	315588	31.6%
C	166128	16.6%
D	111331	11.1%
E	74994	7.5%
A	68034	6.8%
G	66038	6.6%
F	43775	4.4%
H	35309	3.5%
I	21953	2.2%
J	19391	1.9%
Other values (7)	77459	7.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	315588	31.6%
C	166128	16.6%
D	111331	11.1%
E	74994	7.5%
A	68034	6.8%
G	66038	6.6%
F	43775	4.4%
H	35309	3.5%
I	21953	2.2%
J	19391	1.9%
Other values (7)	77459	7.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	315588	31.6%
C	166128	16.6%
D	111331	11.1%
E	74994	7.5%
A	68034	6.8%
G	66038	6.6%
F	43775	4.4%
H	35309	3.5%
I	21953	2.2%
J	19391	1.9%
Other values (7)	77459	7.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	315588	31.6%
C	166128	16.6%
D	111331	11.1%
E	74994	7.5%
A	68034	6.8%
G	66038	6.6%
F	43775	4.4%
H	35309	3.5%
I	21953	2.2%
J	19391	1.9%
Other values (7)	77459	7.7%

Q025
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	976.8 KiB

B	904861
A	95139

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	904861	90.5%
A	95139	9.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
b	904861	90.5%
a	95139	9.5%

Most occurring characters

Value	Count	Frequency (%)
B	904861	90.5%
A	95139	9.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	904861	90.5%
A	95139	9.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	904861	90.5%
A	95139	9.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	904861	90.5%
A	95139	9.5%

Interactions

Correlations

	NU_DESEMPENHO	NU_INFRAESTRUTURA	NU_MEDIA_GERAL	NU_NOTA_CH	NU_NOTA_CN	NU_NOTA_LC	NU_NOTA_MT	NU_NOTA_REDACAO	Q001	Q002	Q005	Q006	Q025	SG_UF_PROVA	TP_ANO_CONCLUIU	TP_COR_RACA	TP_DEPENDENCIA_ADM_ESC	TP_ESTADO_CIVIL	TP_FAIXA_ETARIA	TP_PRESENCA_CH	TP_PRESENCA_CN	TP_PRESENCA_GERAL	TP_PRESENCA_LC	TP_PRESENCA_MT	TP_SEXO	TP_ST_CONCLUSAO
NU_DESEMPENHO	1.000	0.219	0.953	0.756	0.781	0.741	0.819	0.776	0.242	0.240	0.085	0.277	0.126	0.101	0.122	0.147	0.197	0.088	0.192	0.590	0.635	0.641	0.590	0.635	0.036	0.130
NU_INFRAESTRUTURA	0.219	1.000	0.241	0.212	0.216	0.215	0.251	0.191	0.319	0.303	0.170	0.528	0.423	0.278	0.121	0.219	0.172	0.059	0.198	0.114	0.113	0.116	0.114	0.113	0.099	0.150
NU_MEDIA_GERAL	0.953	0.241	1.000	0.918	0.913	0.910	0.936	0.924	0.143	0.140	0.017	0.149	0.149	0.062	-0.143	-0.168	0.151	0.070	-0.282	0.702	0.681	0.750	0.702	0.681	0.050	0.146
NU_NOTA_CH	0.756	0.212	0.918	1.000	0.837	0.918	0.837	0.816	0.121	0.119	0.001	0.145	0.135	0.074	-0.107	-0.162	0.123	0.063	-0.228	0.705	0.642	0.579	0.705	0.642	0.067	0.147
NU_NOTA_CN	0.781	0.216	0.913	0.837	1.000	0.827	0.882	0.774	0.126	0.122	0.007	0.154	0.130	0.069	-0.109	-0.151	0.131	0.060	-0.224	0.635	0.700	0.572	0.635	0.700	0.119	0.133
NU_NOTA_LC	0.741	0.215	0.910	0.918	0.827	1.000	0.829	0.814	0.122	0.121	0.003	0.144	0.142	0.078	-0.122	-0.167	0.117	0.065	-0.249	0.706	0.643	0.580	0.706	0.643	0.044	0.143
NU_NOTA_MT	0.819	0.251	0.936	0.837	0.882	0.829	1.000	0.798	0.144	0.139	0.022	0.177	0.150	0.080	-0.148	-0.163	0.143	0.065	-0.280	0.635	0.700	0.572	0.635	0.700	0.142	0.128
NU_NOTA_REDACAO	0.776	0.191	0.924	0.816	0.774	0.814	0.798	1.000	0.118	0.122	0.037	0.112	0.121	0.043	-0.178	-0.140	0.134	0.077	-0.317	0.658	0.614	0.542	0.658	0.614	0.085	0.129
Q001	0.242	0.319	0.143	0.121	0.126	0.122	0.144	0.118	1.000	0.341	0.049	0.238	0.194	0.088	0.078	0.115	0.137	0.080	0.126	0.123	0.123	0.103	0.123	0.123	0.069	0.134
Q002	0.240	0.303	0.140	0.119	0.122	0.121	0.139	0.122	0.341	1.000	0.050	0.213	0.194	0.080	0.089	0.107	0.132	0.100	0.149	0.133	0.134	0.112	0.133	0.134	0.072	0.143
Q005	0.085	0.170	0.017	0.001	0.007	0.003	0.022	0.037	0.049	0.050	1.000	0.063	0.091	0.056	-0.166	0.055	0.059	0.051	-0.182	0.071	0.071	0.060	0.071	0.071	0.018	0.113
Q006	0.277	0.528	0.149	0.145	0.154	0.144	0.177	0.112	0.238	0.213	0.063	1.000	0.322	0.102	0.043	0.147	0.166	0.026	0.082	0.114	0.115	0.096	0.114	0.115	0.109	0.120
Q025	0.126	0.423	0.149	0.135	0.130	0.142	0.150	0.121	0.194	0.194	0.091	0.322	1.000	0.214	0.036	0.137	0.079	0.013	0.083	0.062	0.061	0.063	0.062	0.061	0.039	0.046
SG_UF_PROVA	0.101	0.278	0.062	0.074	0.069	0.078	0.080	0.043	0.088	0.080	0.056	0.102	0.214	1.000	0.046	0.176	0.119	0.034	0.064	0.048	0.050	0.046	0.048	0.050	0.039	0.102
TP_ANO_CONCLUIU	0.122	0.121	-0.143	-0.107	-0.109	-0.122	-0.148	-0.178	0.078	0.089	-0.166	0.043	0.036	0.046	1.000	0.063	0.196	0.216	0.746	0.153	0.141	0.126	0.153	0.141	0.013	0.414
TP_COR_RACA	0.147	0.219	-0.168	-0.162	-0.151	-0.167	-0.163	-0.140	0.115	0.107	0.055	0.147	0.137	0.176	0.063	1.000	0.074	0.042	0.119	0.066	0.065	0.055	0.066	0.065	0.019	0.072
TP_DEPENDENCIA_ADM_ESC	0.197	0.172	0.151	0.123	0.131	0.117	0.143	0.134	0.137	0.132	0.059	0.166	0.079	0.119	0.196	0.074	1.000	0.058	0.199	0.100	0.105	0.086	0.100	0.105	0.075	0.441
TP_ESTADO_CIVIL	0.088	0.059	0.070	0.063	0.060	0.065	0.065	0.077	0.080	0.100	0.051	0.026	0.013	0.034	0.216	0.042	0.058	1.000	0.271	0.088	0.084	0.073	0.088	0.084	0.017	0.124
TP_FAIXA_ETARIA	0.192	0.198	-0.282	-0.228	-0.224	-0.249	-0.280	-0.317	0.126	0.149	-0.182	0.082	0.083	0.064	0.746	0.119	0.199	0.271	1.000	0.210	0.199	0.175	0.210	0.199	0.028	0.522
TP_PRESENCA_CH	0.590	0.114	0.702	0.705	0.635	0.706	0.635	0.658	0.123	0.133	0.071	0.114	0.062	0.048	0.153	0.066	0.100	0.088	0.210	1.000	0.642	0.709	1.000	0.642	0.010	0.167
TP_PRESENCA_CN	0.635	0.113	0.681	0.642	0.700	0.643	0.700	0.614	0.123	0.134	0.071	0.115	0.061	0.050	0.141	0.065	0.105	0.084	0.199	0.642	1.000	0.712	0.642	1.000	0.007	0.152
TP_PRESENCA_GERAL	0.641	0.116	0.750	0.579	0.572	0.580	0.572	0.542	0.103	0.112	0.060	0.096	0.063	0.046	0.126	0.055	0.086	0.073	0.175	0.709	0.712	1.000	0.709	0.712	0.012	0.142
TP_PRESENCA_LC	0.590	0.114	0.702	0.705	0.635	0.706	0.635	0.658	0.123	0.133	0.071	0.114	0.062	0.048	0.153	0.066	0.100	0.088	0.210	1.000	0.642	0.709	1.000	0.642	0.010	0.167
TP_PRESENCA_MT	0.635	0.113	0.681	0.642	0.700	0.643	0.700	0.614	0.123	0.134	0.071	0.115	0.061	0.050	0.141	0.065	0.105	0.084	0.199	0.642	1.000	0.712	0.642	1.000	0.007	0.152
TP_SEXO	0.036	0.099	0.050	0.067	0.119	0.044	0.142	0.085	0.069	0.072	0.018	0.109	0.039	0.039	0.013	0.019	0.075	0.017	0.028	0.010	0.007	0.012	0.010	0.007	1.000	0.047
TP_ST_CONCLUSAO	0.130	0.150	0.146	0.147	0.133	0.143	0.128	0.129	0.134	0.143	0.113	0.120	0.046	0.102	0.414	0.072	0.441	0.124	0.522	0.167	0.152	0.142	0.167	0.152	0.047	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	TP_FAIXA_ETARIA	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_DEPENDENCIA_ADM_ESC	TP_ST_CONCLUSAO	SG_UF_PROVA	TP_PRESENCA_CN	TP_PRESENCA_CH	TP_PRESENCA_LC	TP_PRESENCA_MT	NU_NOTA_CN	NU_NOTA_CH	NU_NOTA_LC	NU_NOTA_MT	NU_NOTA_REDACAO	TP_PRESENCA_GERAL	TP_ANO_CONCLUIU	NU_DESEMPENHO	NU_INFRAESTRUTURA	NU_MEDIA_GERAL	Q001	Q002	Q005	Q006	Q025
0	3	F	1	1	2.0	2	RJ	1	1	1	1	409.00	527.00	418.00	416.50	720	1	0	2	3	498.0	C	C	3	B	B
1	2	F	1	1	-1.0	3	SP	1	1	1	1	499.50	535.50	549.00	570.50	560	1	0	2	1	543.0	F	F	3	D	B
2	8	M	1	2	-1.0	1	MA	1	1	1	1	425.25	391.75	446.00	503.50	460	1	0	2	2	445.2	D	C	2	B	B
3	12	M	1	1	-1.0	1	PE	1	1	1	1	621.00	584.50	493.00	412.75	820	1	16	2	2	586.0	B	B	4	C	B
4	2	F	1	1	2.0	2	PR	1	1	1	1	445.00	458.00	457.25	491.50	400	1	0	2	3	450.2	B	B	4	B	B
5	3	F	1	3	-1.0	2	BA	0	0	0	0	-1.00	-1.00	-1.00	-1.00	-1	0	0	3	3	-1.0	C	E	2	C	B
6	11	M	2	3	-1.0	1	SP	1	1	1	1	617.50	673.00	705.00	724.50	600	1	11	1	2	664.0	C	C	4	E	B
7	2	M	1	3	3.0	2	SP	1	1	1	1	407.25	583.00	479.50	601.50	660	1	0	2	1	546.0	D	E	3	E	B
8	12	F	0	2	-1.0	1	MS	1	1	1	1	518.00	630.00	611.00	538.00	580	1	7	2	1	575.5	H	E	4	C	B
9	11	F	1	3	-1.0	1	SP	0	0	0	0	-1.00	-1.00	-1.00	-1.00	-1	0	11	3	2	-1.0	B	C	3	G	B

	TP_FAIXA_ETARIA	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_DEPENDENCIA_ADM_ESC	TP_ST_CONCLUSAO	SG_UF_PROVA	TP_PRESENCA_CN	TP_PRESENCA_CH	TP_PRESENCA_LC	TP_PRESENCA_MT	NU_NOTA_CN	NU_NOTA_CH	NU_NOTA_LC	NU_NOTA_MT	NU_NOTA_REDACAO	TP_PRESENCA_GERAL	TP_ANO_CONCLUIU	NU_DESEMPENHO	NU_INFRAESTRUTURA	NU_MEDIA_GERAL	Q001	Q002	Q005	Q006	Q025
999990	1	M	1	3	-1.0	3	GO	1	1	1	1	549.00	563.00	589.50	726.50	840	1	0	1	1	653.5	F	G	4	H	B
999991	1	F	1	3	-1.0	3	PA	0	0	0	0	-1.00	-1.00	-1.00	-1.00	-1	0	0	3	3	-1.0	D	E	3	A	B
999992	2	M	1	3	-1.0	3	PE	1	1	1	1	491.50	512.50	584.50	643.50	560	1	0	2	2	558.5	C	E	5	D	B
999993	2	F	1	1	-1.0	3	BA	1	1	1	1	479.50	548.50	533.50	420.25	620	1	0	2	2	520.5	E	E	5	C	B
999994	2	F	1	0	-1.0	3	SP	0	0	0	0	-1.00	-1.00	-1.00	-1.00	-1	0	0	3	2	-1.0	D	E	6	B	B
999995	2	M	1	4	-1.0	3	PI	0	0	0	0	-1.00	-1.00	-1.00	-1.00	-1	0	0	3	2	-1.0	H	E	4	B	B
999996	11	M	3	3	-1.0	1	PA	1	1	1	1	497.25	334.25	480.75	441.75	540	1	0	2	3	458.8	D	G	3	B	B
999997	3	F	1	2	-1.0	1	PR	0	0	0	0	-1.00	-1.00	-1.00	-1.00	-1	0	1	3	1	-1.0	G	C	4	H	B
999998	4	M	1	3	-1.0	1	AP	1	1	1	1	439.00	390.25	454.25	423.75	0	1	1	3	1	341.5	E	B	6	G	B
999999	3	F	1	1	-1.0	1	SP	1	1	1	1	486.25	510.50	460.50	519.50	520	1	1	2	2	499.2	D	E	2	E	B

Duplicate rows

Most frequently occurring

	TP_FAIXA_ETARIA	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_DEPENDENCIA_ADM_ESC	TP_ST_CONCLUSAO	SG_UF_PROVA	NU_NOTA_CN	NU_NOTA_CH	NU_NOTA_LC	NU_NOTA_MT	NU_NOTA_REDACAO	NU_DESEMPENHO	NU_INFRAESTRUTURA	NU_MEDIA_GERAL	Q001	Q002	Q005	Q006	Q025	# duplicates
4903	3	M	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	H	H	4	B	B	30
3537	3	F	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	H	H	3	B	B	24
4898	3	M	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	H	H	3	B	B	22
2542	3	F	1	1	2.0	2	SP	-1.0	-1.0	-1.0	-1.0	-1	3	1	-1.0	E	E	4	D	B	20
3543	3	F	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	H	H	4	B	B	20
4851	3	M	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	B	B	4	B	B	20
1710	2	M	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	H	H	3	B	B	19
4902	3	M	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	H	H	4	B	A	18
4849	3	M	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	B	B	3	B	B	16
4866	3	M	1	3	2.0	2	CE	-1.0	-1.0	-1.0	-1.0	-1	3	3	-1.0	C	C	4	B	A	16

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values